Basic Statistics

Raw Counts

Name Value
Rows 22,507,139
Columns 19
Discrete columns 17
Continuous columns 2
All missing columns 0
Missing observations 49,337,545
Complete Rows 818,274
Total observations 427,635,641
Memory allocation 3.2 Gb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

QQ Plot

## Warning: Removed 1243 rows containing non-finite values (stat_qq).
## Warning: Removed 1243 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## Warning in cor(x = structure(list(case_positive_specimen_interval = c(3, : the standard deviation is zero

Principal Component Analysis

## Warning in plot_prcomp(data = structure(list(case_month = c("2020-02", "2021-02", : The following features are dropped due to zero variance:
##  * symptom_status_Symptomatic